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ORCIDVille Hautamäki
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- affiliation: University of Eastern Finland
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2020 – today
- 2024
[c71]Federico Malato, Ville Hautamäki:
Online Adaptation for Enhancing Imitation Learning Policies. CoG 2024: 1-8- [c70]Federico Malato, Florian Leopold, Andrew Melnik, Ville Hautamäki:
Zero-Shot Imitation Policy Via Search In Demonstration Dataset. ICASSP 2024: 7590-7594 - [c69]Yi Ma, Kong Aik Lee, Ville Hautamäki, Meng Ge, Haizhou Li:
Gradient Weighting for Speaker Verification in Extremely Low Signal-to-Noise Ratio. ICASSP 2024: 11311-11315 - [i33]Yi Ma, Kong Aik Lee, Ville Hautamäki, Meng Ge, Haizhou Li:
Gradient weighting for speaker verification in extremely low Signal-to-Noise Ratio. CoRR abs/2401.02626 (2024) - [i32]Federico Malato, Florian Leopold, Andrew Melnik, Ville Hautamäki:
Zero-shot Imitation Policy via Search in Demonstration Dataset. CoRR abs/2401.16398 (2024) - [i31]Yusuke Mikami, Andrew Melnik, Jun Miura
, Ville Hautamäki:
Natural Language as Polices: Reasoning for Coordinate-Level Embodied Control with LLMs. CoRR abs/2403.13801 (2024) - [i30]Federico Malato, Ville Hautamäki:
Online Adaptation for Enhancing Imitation Learning Policies. CoRR abs/2406.04913 (2024) - [i29]Marko Tuononen, Dani Korpi, Ville Hautamäki:
Interpreting Deep Neural Network-Based Receiver Under Varying Signal-To-Noise Ratios. CoRR abs/2409.16768 (2024) - 2023
- [j18]Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki, Haizhou Li:
Self-Supervised Training of Speaker Encoder With Multi-Modal Diverse Positive Pairs. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1706-1719 (2023) - [j17]Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki:
GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters. IEEE Trans. Games 15(4): 566-579 (2023) - [i28]Stephanie Milani, Anssi Kanervisto, Karolis Ramanauskas, Sander Schulhoff, Brandon Houghton, Sharada P. Mohanty, Byron Galbraith, Ke Chen, Yan Song, Tianze Zhou, Bingquan Yu, He Liu, Kai Guan, Yujing Hu, Tangjie Lv, Federico Malato, Florian Leopold, Amogh Raut, Ville Hautamäki, Andrew Melnik, Shu Ishida, João F. Henriques, Robert Klassert, Walter Laurito, Ellen R. Novoseller, Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins, Josh Miller, Rohin Shah:
Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition. CoRR abs/2303.13512 (2023) - [i27]Federico Malato, Florian Leopold, Ville Hautamäki, Andrew Melnik:
Behavioral Cloning via Search in Embedded Demonstration Dataset. CoRR abs/2306.09082 (2023) - 2022
- [j16]Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi:
Optimizing Tandem Speaker Verification and Anti-Spoofing Systems. IEEE ACM Trans. Audio Speech Lang. Process. 30: 477-488 (2022) - [c68]Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki, Haizhou Li:
Self-Supervised Speaker Recognition with Loss-Gated Learning. ICASSP 2022: 6142-6146 - [i26]Federico Malato, Joona Jehkonen, Ville Hautamäki:
Improving Behavioural Cloning with Human-Driven Dynamic Dataset Augmentation. CoRR abs/2201.07719 (2022) - [i25]Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi:
Optimizing Tandem Speaker Verification and Anti-Spoofing Systems. CoRR abs/2201.09709 (2022) - [i24]Trung Ngo Trong, Najwa Laabid, Ville Hautamäki, Merja Heinäniemi:
The Transitive Information Theory and its Application to Deep Generative Models. CoRR abs/2203.05074 (2022) - [i23]Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki:
GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters. CoRR abs/2205.07060 (2022) - [i22]Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki, Haizhou Li:
Self-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive Pairs. CoRR abs/2210.15385 (2022) - [i21]Federico Malato, Florian Leopold, Amogh Raut, Ville Hautamäki, Andrew Melnik:
Behavioral Cloning via Search in Video PreTraining Latent Space. CoRR abs/2212.13326 (2022) - 2021
- [c67]Yi Ma, Kong Aik Lee, Ville Hautamäki, Haizhou Li:
PL-EESR: Perceptual Loss Based End-to-End Robust Speaker Representation Extraction. ASRU 2021: 106-113 - [c66]Khaled Hechmi, Trung Ngo Trong, Ville Hautamäki, Tomi Kinnunen:
Voxceleb Enrichment for Age and Gender Recognition. ASRU 2021: 687-693 - [c65]Anssi Kanervisto, Christian Scheller, Yanick Schraner, Ville Hautamäki:
Distilling Reinforcement Learning Tricks for Video Games. CoG 2021: 1-4 - [c64]Keishi Ishihara, Anssi Kanervisto, Jun Miura, Ville Hautamäki:
Multi-Task Learning With Attention for End-to-End Autonomous Driving. CVPR Workshops 2021: 2902-2911 - [c63]Stephanie Milani, Anssi Kanervisto, Karolis Ramanauskas, Sander Schulhoff, Brandon Houghton, Sharada P. Mohanty, Byron Galbraith, Ke Chen, Yan Song, Tianze Zhou, Bingquan Yu, He Liu, Kai Guan, Yujing Hu, Tangjie Lv, Federico Malato, Florian Leopold, Amogh Raut, Ville Hautamäki, Andrew Melnik, Shu Ishida, João F. Henriques, Robert Klassert, Walter Laurito, Lucas Cazzonelli, Cedric Kulbach, Nicholas Popovic, Marvin Schweizer, Ellen R. Novoseller, Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins, Josh Miller, Rohin Shah:
Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition. NeurIPS (Competition and Demos) 2021: 171-188 - [i20]Keishi Ishihara, Anssi Kanervisto, Jun Miura, Ville Hautamäki:
Multi-task Learning with Attention for End-to-end Autonomous Driving. CoRR abs/2104.10753 (2021) - [i19]Anssi Kanervisto, Christian Scheller, Yanick Schraner, Ville Hautamäki:
Distilling Reinforcement Learning Tricks for Video Games. CoRR abs/2107.00703 (2021) - [i18]Khaled Hechmi, Trung Ngo Trong, Ville Hautamäki, Tomi Kinnunen:
VoxCeleb Enrichment for Age and Gender Recognition. CoRR abs/2109.13510 (2021) - [i17]Yi Ma, Kong Aik Lee, Ville Hautamäki, Haizhou Li:
PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation Extraction. CoRR abs/2110.00940 (2021) - 2020
- [j15]Trung Ngo Trong, Juha Mehtonen, Gerardo González, Roger Kramer, Ville Hautamäki, Merja Heinäniemi:
Semisupervised Generative Autoencoder for Single-Cell Data. J. Comput. Biol. 27(8): 1190-1203 (2020) - [j14]Ivan Kukanov, Trung Ngo Trong, Ville Hautamäki, Sabato Marco Siniscalchi, Valerio Mario Salerno, Kong Aik Lee:
Maximal Figure-of-Merit Framework to Detect Multi-Label Phonetic Features for Spoken Language Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28: 682-695 (2020) - [c62]Ivan Kukanov, Janne Karttunen, Hannu Sillanpää, Ville Hautamäki:
Cost Sensitive Optimization of Deepfake Detector. APSIPA 2020: 1300-1303 - [c61]Anssi Kanervisto, Christian Scheller, Ville Hautamäki:
Action Space Shaping in Deep Reinforcement Learning. CoG 2020: 479-486 - [c60]Anssi Kanervisto, Joonas Pussinen, Ville Hautamäki:
Benchmarking End-to-End Behavioural Cloning on Video Games. CoG 2020: 558-565 - [c59]Janne Karttunen, Anssi Kanervisto, Ville Kyrki, Ville Hautamäki:
From Video Game to Real Robot: The Transfer Between Action Spaces. ICASSP 2020: 3567-3571 - [c58]Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi:
An Initial Investigation on Optimizing Tandem Speaker Verification and Countermeasure Systems Using Reinforcement Learning. Odyssey 2020: 151-158 - [i16]Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi:
An initial investigation on optimizing tandem speaker verification and countermeasure systems using reinforcement learning. CoRR abs/2002.03801 (2020) - [i15]Anssi Kanervisto, Christian Scheller, Ville Hautamäki:
Action Space Shaping in Deep Reinforcement Learning. CoRR abs/2004.00980 (2020) - [i14]Anssi Kanervisto, Joonas Pussinen, Ville Hautamäki:
Benchmarking End-to-End Behavioural Cloning on Video Games. CoRR abs/2004.00981 (2020) - [i13]Anssi Kanervisto, Janne Karttunen, Ville Hautamäki:
Playing Minecraft with Behavioural Cloning. CoRR abs/2005.03374 (2020) - [i12]Abrhalei Tela, Abraham Woubie, Ville Hautamäki:
Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya. CoRR abs/2006.07698 (2020) - [i11]Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki:
Policy Supervectors: General Characterization of Agents by their Behaviour. CoRR abs/2012.01244 (2020) - [i10]Ivan Kukanov, Janne Karttunen, Hannu Sillanpää, Ville Hautamäki:
Cost Sensitive Optimization of Deepfake Detector. CoRR abs/2012.04199 (2020)
2010 – 2019
- 2019
- [c57]Anssi Kanervisto, Ville Hautamäki:
ToriLLE: Learning Environment for Hand-to-Hand Combat. CoG 2019: 1-8 - [c56]Ville Vestman, Bilal Soomro, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen:
Who Do I Sound like? Showcasing Speaker Recognition Technology by Youtube Voice Search. ICASSP 2019: 5781-5785 - [c55]Kong Aik Lee, Ville Hautamäki, Tomi H. Kinnunen, Hitoshi Yamamoto, Koji Okabe, Ville Vestman, Jing Huang, Guohong Ding, Hanwu Sun, Anthony Larcher, Rohan Kumar Das, Haizhou Li, Mickael Rouvier, Pierre-Michel Bousquet, Wei Rao, Qing Wang, Chunlei Zhang, Fahimeh Bahmaninezhad, Héctor Delgado, Massimiliano Todisco:
I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. INTERSPEECH 2019: 1497-1501 - [c54]Bilal Soomro, Anssi Kanervisto, Trung Ngo Trong, Ville Hautamäki:
Towards Debugging Deep Neural Networks by Generating Speech Utterances. INTERSPEECH 2019: 3213-3217 - [c53]Anssi Kanervisto, Janne Karttunen, Ville Hautamäki:
Playing Minecraft with Behavioural Cloning. NeurIPS (Competition and Demos) 2019: 56-66 - [i9]Kong Aik Lee, Ville Hautamäki, Tomi Kinnunen, Hitoshi Yamamoto, Koji Okabe, Ville Vestman, Jing Huang, Guohong Ding, Hanwu Sun, Anthony Larcher, Rohan Kumar Das, Haizhou Li, Mickael Rouvier, Pierre-Michel Bousquet, Wei Rao, Qing Wang, Chunlei Zhang, Fahimeh Bahmaninezhad, Héctor Delgado, Jose Patino, Qiongqiong Wang, Ling Guo, Takafumi Koshinaka, Jiacen Zhang, Koichi Shinoda, Trung Ngo Trong, Md. Sahidullah, Fan Lu, Yun Tang, Ming Tu, Kah Kuan Teh, Tran Huy Dat, Kuruvachan K. George, Ivan Kukanov, Florent Desnous, Jichen Yang, Emre Yilmaz, Longting Xu, Jean-François Bonastre, Chenglin Xu, Zhi Hao Lim, Eng Siong Chng, Shivesh Ranjan, John H. L. Hansen, Massimiliano Todisco, Nicholas W. D. Evans:
I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. CoRR abs/1904.07386 (2019) - [i8]Janne Karttunen, Anssi Kanervisto, Ville Hautamäki, Ville Kyrki:
From Video Game to Real Robot: The Transfer between Action Spaces. CoRR abs/1905.00741 (2019) - [i7]Abraham Woubie, Anssi Kanervisto, Janne Karttunen, Ville Hautamäki:
Do Autonomous Agents Benefit from Hearing? CoRR abs/1905.04192 (2019) - [i6]Bilal Soomro, Anssi Kanervisto, Trung Ngo Trong, Ville Hautamäki:
Towards Debugging Deep Neural Networks by Generating Speech Utterances. CoRR abs/1907.03164 (2019) - 2018
- [c52]Ivan Kukanov, Ville Hautamäki, Kong-Aik Lee:
Maximal Figure-of-Merit Embedding for Multi-Label Audio Classification. ICASSP 2018: 136-140 - [c51]Trung Ngo Trong, Kristiina Jokinen, Ville Hautamäki:
Enabling Spoken Dialogue Systems for Low-Resourced Languages - End-to-End Dialect Recognition for North Sami. IWSDS 2018: 221-235 - [c50]Trung Ngo Trong, Ville Hautamäki, Kristiina Jokinen:
Staircase Network: structural language identification via hierarchical attentive units. Odyssey 2018: 60-67 - [c49]Rosa González Hautamäki, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen:
Perceptual Evaluation of the Effectiveness of Voice Disguise by Age Modification. Odyssey 2018: 320-326 - [i5]Rosa González Hautamäki, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen:
Perceptual Evaluation of the Effectiveness of Voice Disguise by Age Modification. CoRR abs/1804.08910 (2018) - [i4]Trung Ngo Trong, Ville Hautamäki, Kristiina Jokinen:
Staircase Network: structural language identification via hierarchical attentive units. CoRR abs/1804.11067 (2018) - [i3]Anssi Kanervisto, Ville Hautamäki:
ToriLLE: Learning Environment for Hand-to-Hand Combat. CoRR abs/1807.10110 (2018) - [i2]Ville Vestman, Bilal Soomro, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen:
Who Do I Sound Like? Showcasing Speaker Recognition Technology by YouTube Voice Search. CoRR abs/1811.03293 (2018) - 2017
- [j13]Rosa González Hautamäki, Md. Sahidullah, Ville Hautamäki, Tomi Kinnunen:
Acoustical and perceptual study of voice disguise by age modification in speaker verification. Speech Commun. 95: 1-15 (2017) - [c48]Anssi Kanervisto, Ville Vestman, Md. Sahidullah, Ville Hautamäki, Tomi Kinnunen:
Effects of gender information in text-independent and text-dependent speaker verification. ICASSP 2017: 5360-5364 - [c47]Tomi Kinnunen, Md. Sahidullah, Mauro Falcone, Luca Costantini, Rosa González Hautamäki, Dennis Alexander Lehmann Thomsen, Achintya Kumar Sarkar, Zheng-Hua Tan, Héctor Delgado, Massimiliano Todisco, Nicholas W. D. Evans, Ville Hautamäki, Kong-Aik Lee:
RedDots replayed: A new replay spoofing attack corpus for text-dependent speaker verification research. ICASSP 2017: 5395-5399 - [c46]Kong-Aik Lee, Ville Hautamäki, Tomi Kinnunen, Anthony Larcher, Chunlei Zhang, Andreas Nautsch, Themos Stafylakis, Gang Liu, Mickaël Rouvier, Wei Rao, Federico Alegre, J. Ma, Man-Wai Mak, Achintya Kumar Sarkar, Héctor Delgado, Rahim Saeidi, Hagai Aronowitz, Aleksandr Sizov, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Bin Ma, Ville Vestman, Md. Sahidullah, M. Halonen, Anssi Kanervisto, Gaël Le Lan, Fahimeh Bahmaninezhad, Sergey Isadskiy, Christian Rathgeb, Christoph Busch, Georgios Tzimiropoulos, Q. Qian, Z. Wang, Q. Zhao, T. Wang, H. Li, J. Xue, S. Zhu, R. Jin, T. Zhao, Pierre-Michel Bousquet, Moez Ajili, Waad Ben Kheder, Driss Matrouf, Zhi Hao Lim, Chenglin Xu, Haihua Xu, Xiong Xiao, Eng Siong Chng, Benoit G. B. Fauve, Kaavya Sriskandaraja, Vidhyasaharan Sethu, W. W. Lin, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Massimiliano Todisco, Nicholas W. D. Evans, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Eliathamby Ambikairajah:
The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. INTERSPEECH 2017: 1328-1332 - 2016
- [j12]Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Tomi Kinnunen, Chin-Hui Lee:
i-Vector Modeling of Speech Attributes for Automatic Foreign Accent Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 24(1): 29-41 (2016) - [c45]Tomi Kinnunen, Md. Sahidullah, Ivan Kukanov, Héctor Delgado, Massimiliano Todisco, Achintya Kumar Sarkar, Nicolai Bæk Thomsen, Ville Hautamäki, Nicholas W. D. Evans, Zheng-Hua Tan:
Utterance Verification for Text-Dependent Speaker Recognition: A Comparative Assessment Using the RedDots Corpus. INTERSPEECH 2016: 430-434 - [c44]Md. Sahidullah, Rosa González Hautamäki, Dennis Alexander Lehmann Thomsen, Tomi Kinnunen, Zheng-Hua Tan, Ville Hautamäki, Robert Parts, Martti Pitkänen:
Robust Speaker Recognition with Combined Use of Acoustic and Throat Microphone Speech. INTERSPEECH 2016: 1720-1724 - [c43]Kong-Aik Lee, Haizhou Li, Li Deng, Ville Hautamäki, Wei Rao, Xiong Xiao, Anthony Larcher, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Jianshu Chen, Ivan Kukanov, Amir Hossein Poorjam, Trung Ngo Trong, Chenglin Xu, Haihua Xu, Bin Ma, Eng Siong Chng, Sylvain Meignier:
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. INTERSPEECH 2016: 3211-3215 - [c42]Kristiina Jokinen, Trung Ngo Trong, Ville Hautamäki:
Variation in Spoken North Sami Language. INTERSPEECH 2016: 3299-3303 - [c41]Amir Hossein Poorjam, Rahim Saeidi, Tomi Kinnunen, Ville Hautamäki:
Incorporating uncertainty as a Quality Measure in I-Vector Based Language Recognition. Odyssey 2016: 74-80 - [c40]Trung Ngo Trong, Ville Hautamäki, Kong-Aik Lee:
Deep Language: a comprehensive deep learning approach to end-to-end language recognition. Odyssey 2016: 109-116 - [c39]Rosa González Hautamäki, Md. Sahidullah, Tomi Kinnunen, Ville Hautamäki:
Age-Related Voice Disguise and its Impact on Speaker Verification Accuracy. Odyssey 2016: 277-282 - [c38]Hamid Behravan, Tomi Kinnunen, Ville Hautamäki:
Out-of-Set i-Vector Selection for Open-set Language Identification. Odyssey 2016: 303-310 - [c37]Ivan Kukanov, Ville Hautamäki, Sabato Marco Siniscalchi, Kehuang Li:
Deep learning with maximal figure-of-merit cost to advance multi-label speech attribute detection. SLT 2016: 489-495 - [i1]Kong-Aik Lee, Ville Hautamäki, Anthony Larcher, Wei Rao, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Ivan Kukanov, Amir Hossein Poorjam, Trung Ngo Trong, Xiong Xiao, Chenglin Xu, Haihua Xu, Bin Ma, Haizhou Li, Sylvain Meignier:
Fantastic 4 system for NIST 2015 Language Recognition Evaluation. CoRR abs/1602.01929 (2016) - 2015
- [j11]Hamid Behravan, Ville Hautamäki, Tomi Kinnunen:
Factors affecting i-vector based foreign accent recognition: A case study in spoken Finnish. Speech Commun. 66: 118-129 (2015) - [j10]Rosa González Hautamäki, Tomi Kinnunen, Ville Hautamäki, Anne-Maria Laukkanen:
Automatic versus human speaker verification: The case of voice mimicry. Speech Commun. 72: 13-31 (2015) - [c36]Ville Hautamäki, Sabato Marco Siniscalchi, Hamid Behravan, Valerio Mario Salerno, Ivan Kukanov:
Boosting universal speech attributes classification with deep neural network for foreign accent characterization. INTERSPEECH 2015: 408-412 - 2014
- [j9]Padmanabhan Rajan, Anton Afanasyev, Ville Hautamäki, Tomi Kinnunen:
From single to multiple enrollment i-vectors: Practical PLDA scoring variants for speaker verification. Digit. Signal Process. 31: 93-101 (2014) - [c35]Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Tomi Kinnunen, Chin-Hui Lee:
Introducing attribute features to foreign accent recognition. ICASSP 2014: 5332-5336 - [c34]You-Chi Cheng, Ville Hautamäki, Zhen Huang, Kehuang Li, Chin-Hui Lee:
An i-vector based descriptor for alphabetical gesture recognition. ICASSP 2014: 6593-6597 - [c33]Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Elie Khoury, Tommi Kurki, Tomi Kinnunen, Chin-Hui Lee:
Dialect levelling in Finnish: a universal speech attribute approach. INTERSPEECH 2014: 2165-2169 - [c32]Ville Hautamäki, Rosa González Hautamäki, Tomi Kinnunen, Anne-Maria Laukkanen:
Comparison of human listeners and speaker verification systems using voice mimicry data. Odyssey 2014: 137-144 - [c31]Ville Hautamäki, Antti Pöllänen, Tomi Kinnunen, Kong-Aik Lee, Haizhou Li, Pasi Fränti:
A Comparison of Categorical Attribute Data Clustering Methods. S+SSPR 2014: 53-62 - 2013
- [j8]Ville Hautamäki, Tomi Kinnunen, Filip Sedlak, Kong-Aik Lee, Bin Ma, Haizhou Li:
Sparse Classifier Fusion for Speaker Verification. IEEE Trans. Speech Audio Process. 21(8): 1622-1631 (2013) - [c30]Hamid Behravan, Ville Hautamäki, Tomi Kinnunen:
Foreign accent detection from spoken Finnish using i-vectors. INTERSPEECH 2013: 79-83 - [c29]Rosa González Hautamäki, Tomi Kinnunen, Ville Hautamäki, Timo Leino, Anne-Maria Laukkanen:
I-vectors meet imitators: on vulnerability of speaker verification systems against voice mimicry. INTERSPEECH 2013: 930-934 - [c28]Ville Hautamäki, Kong-Aik Lee, David A. van Leeuwen, Rahim Saeidi, Anthony Larcher, Tomi Kinnunen, Taufiq Hasan, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, John H. L. Hansen, Benoit G. B. Fauve:
Automatic regularization of cross-entropy cost for speaker recognition fusion. INTERSPEECH 2013: 1609-1613 - [c27]Rahim Saeidi, Kong-Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit G. B. Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilçi, Billy Braithwaite, Rosa González Hautamäki, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David A. van Leeuwen, Bin Ma, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Sébastien Marcel, John S. D. Mason, Eliathamby Ambikairajah:
I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. INTERSPEECH 2013: 1986-1990 - [c26]Zhen Huang, You-Chi Cheng, Kehuang Li, Ville Hautamäki, Chin-Hui Lee:
A blind segmentation approach to acoustic event detection based on i-vector. INTERSPEECH 2013: 2282-2286 - [c25]Rosa González Hautamäki, Ville Hautamäki, Padmanabhan Rajan, Tomi Kinnunen:
Merging human and automatic system decisions to improve speaker recognition performance. INTERSPEECH 2013: 2519-2523 - [c24]Padmanabhan Rajan, Tomi Kinnunen, Ville Hautamäki:
Effect of multicondition training on i-vector PLDA configurations for speaker recognition. INTERSPEECH 2013: 3694-3697 - [c23]Ville Hautamäki, You-Chi Cheng, Padmanabhan Rajan, Chin-Hui Lee:
Minimax i-vector extractor for short duration speaker verification. INTERSPEECH 2013: 3708-3712 - 2012
- [j7]Qinpei Zhao, Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti:
Random swap EM algorithm for Gaussian mixture models. Pattern Recognit. Lett. 33(16): 2120-2126 (2012) - [j6]Ville Hautamäki:
Review of a concise introduction to data compression by David Salomon. SIGACT News 43(2): 9-10 (2012) - [c22]Ville Hautamäki, Kong-Aik Lee, Anthony Larcher, Tomi Kinnunen, Bin Ma, Haizhou Li:
Variational Bayes logistic regression as regularized fusion for NIST SRE 2010. Odyssey 2012: 268-274 - 2011
- [c21]Filip Sedlak, Tomi Kinnunen, Ville Hautamäki, Kong-Aik Lee, Haizhou Li:
Classifier subset selection and fusion for speaker verification. ICASSP 2011: 4544-4547 - [c20]Qinpei Zhao, Ville Hautamäki, Pasi Fränti:
RSEM: An Accelerated Algorithm on Repeated EM. ICIG 2011: 135-140 - [c19]Ville Hautamäki, Kong-Aik Lee, Tomi Kinnunen, Bin Ma, Haizhou Li:
Regularized Logistic Regression Fusion for Speaker Verification. INTERSPEECH 2011: 2745-2748 - [c18]Kong-Aik Lee, Chang Huai You, Ville Hautamäki, Anthony Larcher, Haizhou Li:
Spoken Language Recognition in the Latent Topic Simplex. INTERSPEECH 2011: 2933-2936 - 2010
- [c17]Pasi Fränti, Andrei Tabarcea, Juha Kuittinen, Ville Hautamäki:
Location-based search engine for multimedia phones. ICME 2010: 558-563 - [c16]Ville Hautamäki, Tomi Kinnunen, Mohaddeseh Nosratighods, Kong-Aik Lee, Bin Ma, Haizhou Li:
Approaching human listener accuracy with modern speaker verification. INTERSPEECH 2010: 1473-1476 - [c15]Raymond W. M. Ng, Cheung-Chi Leung, Ville Hautamäki, Tan Lee, Bin Ma, Haizhou Li:
Towards long-range prosodic attribute modeling for language recognition. INTERSPEECH 2010: 1792-1795 - [c14]Andrei Tabarcea, Ville Hautamäki, Pasi Fränti:
Ad-hoc Georeferencing of Web-pages using Street-name Prefix Trees. WEBIST (1) 2010: 237-244 - [c13]Andrei Tabarcea, Ville Hautamäki, Pasi Fränti:
Ad-Hoc Georeferencing of Web-Pages Using Street-Name Prefix Trees. WEBIST (Selected Papers) 2010: 259-271
2000 – 2009
- 2009
- [j5]Tomi Kinnunen, Juhani Saastamoinen, Ville Hautamäki, Mikko Vinni, Pasi Fränti:
Comparative evaluation of maximum a Posteriori vector quantization and gaussian mixture models in speaker verification. Pattern Recognit. Lett. 30(4): 341-347 (2009) - [c12]Pasi Fränti, Juhani Saastamoinen, Ismo Kärkkäinen, Tomi Kinnunen, Ville Hautamäki, Ilja Sidoroff:
Developing Speaker Recognition System: From Prototype to Practical Application. e-Forensics 2009: 102-115 - [c11]Tomi Kinnunen, Juhani Saastamoinen, Ville Hautamäki, Mikko Vinni, Pasi Fränti:
Comparing maximum a posteriori vector quantization and Gaussian mixture models in speaker verification. ICASSP 2009: 4229-4232 - [c10]Qinpei Zhao, Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti:
Random swap EM algorithm for finite mixture models in image segmentation. ICIP 2009: 2397-2400 - 2008
- [j4]Ville Hautamäki, Tomi Kinnunen, Pasi Fränti:
Text-independent speaker recognition using graph matching. Pattern Recognit. Lett. 29(9): 1427-1432 (2008) - [j3]Ville Hautamäki, Tomi Kinnunen, Ismo Kärkkäinen, Juhani Saastamoinen, Marko Tuononen, Pasi Fränti:
Maximum a Posteriori Adaptation of the Centroid Model for Speaker Verification. IEEE Signal Process. Lett. 15: 162-165 (2008) - [c9]Qinpei Zhao, Ville Hautamäki, Pasi Fränti:
Knee Point Detection in BIC for Detecting the Number of Clusters. ACIVS 2008: 664-673 - [c8]Pasi Fränti, Olli Virmajoki, Ville Hautamäki:
Probabilistic clustering by random swap algorithm. ICPR 2008: 1-4 - [c7]Ville Hautamäki, Pekka Nykänen, Pasi Fränti:
Time-series clustering by approximate prototypes. ICPR 2008: 1-4 - 2006
- [j2]Pasi Fränti, Olli Virmajoki, Ville Hautamäki:
Fast Agglomerative Clustering Using a k-Nearest Neighbor Graph. IEEE Trans. Pattern Anal. Mach. Intell. 28(11): 1875-1881 (2006) - [c6]Tomi Kinnunen, Ville Hautamäki, Pasi Fränti:
On the Use of Long-Term Average Spectrum in Automatic Speaker Recognition. ISCSLP 2006 - [c5]Radu Timofte, Ville Hautamäki, Pasi Fränti:
Speaker, Vocabulary and Context Independent Word Spotting System for Continuous Speech. ISCSLP 2006 - 2005
- [j1]Juhani Saastamoinen, Evgeny Karpov, Ville Hautamäki, Pasi Fränti:
Accuracy of MFCC-Based Speaker Recognition in Series 60 Device. EURASIP J. Adv. Signal Process. 2005(17): 2816-2827 (2005) - [c4]Ville Hautamäki, Svetlana Cherednichenko, Ismo Kärkkäinen, Tomi Kinnunen, Pasi Fränti:
Improving K-Means by Outlier Removal. SCIA 2005: 978-987 - 2004
- [c3]Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti:
Outlier Detection Using k-Nearest Neighbour Graph. ICPR (3) 2004: 430-433 - 2003
- [c2]Pasi Fränti, Olli Virmajoki, Ville Hautamäki:
Fast PNN-based Clustering Using K-nearest Neighbor Graph. ICDM 2003: 525-528 - [c1]Tomi Kinnunen, Ville Hautamäki, Pasi Fränti:
On the fusion of dissimilarity-based classifiers for speaker identification. INTERSPEECH 2003: 2641-2644
Coauthor Index
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